Climate twins of Magnolia, NC

These are the US cities whose 12-month climate pattern most closely matches Magnolia's. Each "twin" must be at least 140 miles away to avoid trivial near-neighbor matches. Similarity is computed across all 24 monthly metrics (12 average temperatures + 12 average precipitations), normalized so temperature and precipitation contribute equally.

Side-by-side: Magnolia vs its climate twin

Top match: Waverly, VA

Month Magnolia Waverly
High Low Precip High Low Precip
January 51.6°F 29.5°F 3.59 in 49.8°F 28.2°F 3.83 in
February 54.5°F 31.4°F 3.15 in 53.0°F 30.1°F 2.80 in
March 62.1°F 37.0°F 3.97 in 61.1°F 35.8°F 4.22 in
April 70.8°F 45.8°F 3.30 in 71.4°F 45.2°F 3.76 in
May 77.9°F 55.0°F 3.90 in 78.6°F 54.7°F 4.15 in
June 84.5°F 63.5°F 5.06 in 85.8°F 63.3°F 4.77 in
July 88.0°F 67.9°F 6.06 in 89.7°F 68.0°F 5.47 in
August 86.0°F 66.2°F 5.60 in 87.7°F 66.3°F 5.50 in
September 80.9°F 61.0°F 7.04 in 81.8°F 60.2°F 6.05 in
October 72.0°F 48.4°F 3.41 in 72.0°F 48.0°F 3.95 in
November 62.3°F 38.2°F 3.46 in 62.0°F 37.6°F 3.17 in
December 54.8°F 32.5°F 3.42 in 53.1°F 31.4°F 3.73 in

Cities that consider Magnolia their climate twin

These US cities have Magnolia in their top 3 most-similar list — meaning if you were to move from any of these places, Magnolia would feel familiar.

How this is computed

Each city is represented by a 24-dimensional vector: 12 monthly average temperatures and 12 monthly average precipitations. Each dimension is z-score normalized across the population of US cities, so that temperature variance and precipitation variance contribute proportionally. Distance between cities is Euclidean. We filter out cities within 2° latitude/longitude (~140 miles) so that "twins" mean climatically similar but geographically distinct — not just the neighboring town. Full methodology →